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Measuring the coherence of textual content is a vital element of assessing the quality of penned content. Current breakthroughs in neural coherence modeling have demonstrated their efficacy in capturing entity coreference and discourse relations, thus boosting coherence evaluation.We also establish in downstream responsibilities this metric correct